task(RHOAIENG-32640):Update CUDA runtime image to py312

Signed-off-by: lilylinh <[email protected]>

Author: LilyLinh

images/runtime/ray/cuda/Dockerfile

@@ -1,13 +1,13 @@
-ARG PYTHON_VERSION=311
-ARG IMAGE_TAG=9.6-1750969934
+ARG PYTHON_VERSION=312
+ARG IMAGE_TAG=9.6-1755735361
 
 FROM registry.access.redhat.com/ubi9/python-${PYTHON_VERSION}:${IMAGE_TAG}
 
-LABEL name="ray-ubi9-py311-cu121" \
-      summary="CUDA 12.1 Python 3.11 image based on UBI9 for Ray" \
-      description="CUDA 12.1 Python 3.11 image based on UBI9 for Ray" \
-      io.k8s.display-name="CUDA 12.1 Python 3.11 base image for Ray" \
-      io.k8s.description="CUDA 12.1 Python 3.11 image based on UBI9 for Ray" \
+LABEL name="ray-ubi9-py312-cu121" \
+      summary="CUDA 12.1 Python 3.12 image based on UBI9 for Ray" \
+      description="CUDA 12.1 Python 3.12 image based on UBI9 for Ray" \
+      io.k8s.display-name="CUDA 12.1 Python 3.12 base image for Ray" \
+      io.k8s.description="CUDA 12.1 Python 3.12 image based on UBI9 for Ray" \
       authoritative-source-url="https://github.com/opendatahub-io/distributed-workloads"
 
 # Install CUDA base from:

images/runtime/ray/cuda/Pipfile

@@ -8,4 +8,4 @@ numpy = {version = "<2.0.0" }
 "ray[all]" = {version = "~=2.47.0" }
 
 [requires]
-python_version = "3.9"
+python_version = "3.12"